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  1. Article ; Online: Correction to: Establishment of tissue-resident immune populations in the fetus.

    Feyaerts, Dorien / Urbschat, Christopher / Gaudillière, Brice / Stelzer, Ina A

    Seminars in immunopathology

    2022  Volume 44, Issue 5, Page(s) 741

    Language English
    Publishing date 2022-07-13
    Publishing country Germany
    Document type Published Erratum
    ZDB-ID 2316828-6
    ISSN 1863-2300 ; 1863-2297
    ISSN (online) 1863-2300
    ISSN 1863-2297
    DOI 10.1007/s00281-022-00954-4
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article ; Online: NK cell receptor profiling of endometrial and decidual NK cells reveals pregnancy-induced adaptations.

    Feyaerts, Dorien / Benner, Marilen / Comitini, Gaia / Shadmanfar, Wijs / van der Heijden, Olivier W H / Joosten, Irma / van der Molen, Renate G

    Frontiers in immunology

    2024  Volume 15, Page(s) 1353556

    Abstract: Natural killer (NK) cells, with a unique NK cell receptor phenotype, are abundantly present in the non-pregnant (endometrium) and pregnant (decidua) humanuterine mucosa. It is hypothesized that NK cells in the endometrium are precursors for decidual NK ... ...

    Abstract Natural killer (NK) cells, with a unique NK cell receptor phenotype, are abundantly present in the non-pregnant (endometrium) and pregnant (decidua) humanuterine mucosa. It is hypothesized that NK cells in the endometrium are precursors for decidual NK cells present during pregnancy. Microenvironmental changes can alter the phenotype of NK cells, but it is unclear whether decidual NK cell precursors in the endometrium alter their NK cell receptor repertoire under the influence of pregnancy. To examine whether decidual NK cell precursors reveal phenotypic modifications upon pregnancy, we immunophenotyped the NK cell receptor repertoire of both endometrial and early-pregnancy decidual NK cells using flow cytometry. We showed that NK cells in pre-pregnancy endometrium have a different phenotypic composition compared to NK cells in early-pregnancy decidua. The frequency of killer-immunoglobulin-like receptor (KIR expressing NK cells, especially KIR2DS1, KIR2DL2L3S2, and KIR2DL2S2 was significantly lower in decidua, while the frequency of NK cells expressing activating receptors NKG2D, NKp30, NKp46, and CD244 was significantly higher compared to endometrium. Furthermore, co-expression patterns showed a lower frequency of NK cells co-expressing KIR3DL1S1 and KIR2DL2L3S2 in decidua. Our results provide new insights into the adaptations in NK cell receptor repertoire composition that NK cells in the uterine mucosa undergo upon pregnancy.
    MeSH term(s) Pregnancy ; Female ; Humans ; Receptors, Natural Killer Cell ; Endometrium ; Killer Cells, Natural ; Uterus ; Mucous Membrane
    Chemical Substances Receptors, Natural Killer Cell
    Language English
    Publishing date 2024-03-20
    Publishing country Switzerland
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 2606827-8
    ISSN 1664-3224 ; 1664-3224
    ISSN (online) 1664-3224
    ISSN 1664-3224
    DOI 10.3389/fimmu.2024.1353556
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  3. Article ; Online: Establishment of tissue-resident immune populations in the fetus.

    Feyaerts, Dorien / Urbschat, Christopher / Gaudillière, Brice / Stelzer, Ina A

    Seminars in immunopathology

    2022  Volume 44, Issue 6, Page(s) 747–766

    Abstract: The immune system establishes during the prenatal period from distinct waves of stem and progenitor cells and continuously adapts to the needs and challenges of early postnatal and adult life. Fetal immune development not only lays the foundation for ... ...

    Abstract The immune system establishes during the prenatal period from distinct waves of stem and progenitor cells and continuously adapts to the needs and challenges of early postnatal and adult life. Fetal immune development not only lays the foundation for postnatal immunity but establishes functional populations of tissue-resident immune cells that are instrumental for fetal immune responses amidst organ growth and maturation. This review aims to discuss current knowledge about the development and function of tissue-resident immune populations during fetal life, focusing on the brain, lung, and gastrointestinal tract as sites with distinct developmental trajectories. While recent progress using system-level approaches has shed light on the fetal immune landscape, further work is required to describe precise roles of prenatal immune populations and their migration and adaptation to respective organ environments. Defining points of prenatal susceptibility to environmental challenges will support the search for potential therapeutic targets to positively impact postnatal health.
    MeSH term(s) Pregnancy ; Adult ; Female ; Humans ; Fetus ; Fetal Development ; Brain ; Immune System ; Prenatal Care
    Language English
    Publishing date 2022-05-04
    Publishing country Germany
    Document type Journal Article ; Review
    ZDB-ID 2316828-6
    ISSN 1863-2300 ; 1863-2297
    ISSN (online) 1863-2300
    ISSN 1863-2297
    DOI 10.1007/s00281-022-00931-x
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  4. Article ; Online: Establishment of tissue-resident immune populations in the fetus [Correction: Sept. 2022, 44(5), p. 741]

    Feyaerts, Dorien / Urbschat, Christopher / Gaudilliere, Brice / Stelzer, Ina A.

    Semin Immunopathol. 2022 Nov., v. 44, no. 6, p. 747-766

    2022  , Page(s) 747–766

    Abstract: The immune system establishes during the prenatal period from distinct waves of stem and progenitor cells and continuously adapts to the needs and challenges of early postnatal and adult life. Fetal immune development not only lays the foundation for ... ...

    Abstract The immune system establishes during the prenatal period from distinct waves of stem and progenitor cells and continuously adapts to the needs and challenges of early postnatal and adult life. Fetal immune development not only lays the foundation for postnatal immunity but establishes functional populations of tissue-resident immune cells that are instrumental for fetal immune responses amidst organ growth and maturation. This review aims to discuss current knowledge about the development and function of tissue-resident immune populations during fetal life, focusing on the brain, lung, and gastrointestinal tract as sites with distinct developmental trajectories. While recent progress using system-level approaches has shed light on the fetal immune landscape, further work is required to describe precise roles of prenatal immune populations and their migration and adaptation to respective organ environments. Defining points of prenatal susceptibility to environmental challenges will support the search for potential therapeutic targets to positively impact postnatal health.
    Keywords adults ; brain ; digestive tract ; fetus ; immune system ; immunity ; lungs ; prenatal development ; therapeutics
    Language English
    Dates of publication 2022-11
    Size p. 747-766
    Publishing place Springer Berlin Heidelberg
    Document type Article ; Online
    Note Review
    ZDB-ID 2316828-6
    ISSN 1863-2300 ; 1863-2297
    ISSN (online) 1863-2300
    ISSN 1863-2297
    DOI 10.1007/s00281-022-00931-x
    Database NAL-Catalogue (AGRICOLA)

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  5. Article ; Online: A pregnancy to remember: trained immunity of the uterine mucosae.

    Feyaerts, Dorien / Joosten, Irma / van der Molen, Renate G

    Mucosal immunology

    2020  Volume 14, Issue 3, Page(s) 539–541

    MeSH term(s) Animals ; Cytomegalovirus/physiology ; Cytomegalovirus Infections/immunology ; Female ; HLA-G Antigens/metabolism ; Histocompatibility Antigens Class I/metabolism ; Humans ; Immunologic Memory ; Killer Cells, Natural/immunology ; Mice ; Models, Immunological ; Mucous Membrane/immunology ; Placentation ; Pregnancy/immunology ; Uterus/immunology ; HLA-E Antigens
    Chemical Substances HLA-G Antigens ; Histocompatibility Antigens Class I
    Language English
    Publishing date 2020-12-09
    Publishing country United States
    Document type Journal Article
    ZDB-ID 2411370-0
    ISSN 1935-3456 ; 1933-0219
    ISSN (online) 1935-3456
    ISSN 1933-0219
    DOI 10.1038/s41385-020-00362-7
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  6. Article ; Online: Towards multiomic analysis of oral mucosal pathologies.

    Einhaus, Jakob / Han, Xiaoyuan / Feyaerts, Dorien / Sunwoo, John / Gaudilliere, Brice / Ahmad, Somayeh H / Aghaeepour, Nima / Bruckman, Karl / Ojcius, David / Schürch, Christian M / Gaudilliere, Dyani K

    Seminars in immunopathology

    2023  Volume 45, Issue 1, Page(s) 111–123

    Abstract: Oral mucosal pathologies comprise an array of diseases with worldwide prevalence and medical relevance. Affecting a confined space with crucial physiological and social functions, oral pathologies can be mutilating and drastically reduce quality of life. ...

    Abstract Oral mucosal pathologies comprise an array of diseases with worldwide prevalence and medical relevance. Affecting a confined space with crucial physiological and social functions, oral pathologies can be mutilating and drastically reduce quality of life. Despite their relevance, treatment for these diseases is often far from curative and remains vastly understudied. While multiple factors are involved in the pathogenesis of oral mucosal pathologies, the host's immune system plays a major role in the development, maintenance, and resolution of these diseases. Consequently, a precise understanding of immunological mechanisms implicated in oral mucosal pathologies is critical (1) to identify accurate, mechanistic biomarkers of clinical outcomes; (2) to develop targeted immunotherapeutic strategies; and (3) to individualize prevention and treatment approaches. Here, we review key elements of the immune system's role in oral mucosal pathologies that hold promise to overcome limitations in current diagnostic and therapeutic approaches. We emphasize recent and ongoing multiomic and single-cell approaches that enable an integrative view of these pathophysiological processes and thereby provide unifying and clinically relevant biological signatures.
    MeSH term(s) Humans ; Multiomics ; Quality of Life ; Biomarkers
    Chemical Substances Biomarkers
    Language English
    Publishing date 2023-02-15
    Publishing country Germany
    Document type Journal Article ; Review ; Research Support, Non-U.S. Gov't
    ZDB-ID 2316828-6
    ISSN 1863-2300 ; 1863-2297
    ISSN (online) 1863-2300
    ISSN 1863-2297
    DOI 10.1007/s00281-022-00982-0
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  7. Article ; Online: Towards multiomic analysis of oral mucosal pathologies

    Einhaus, Jakob / Han, Xiaoyuan / Feyaerts, Dorien / Sunwoo, John / Gaudilliere, Brice / Ahmad, Somayeh H. / Aghaeepour, Nima / Bruckman, Karl / Ojcius, David / Schürch, Christian M. / Gaudilliere, Dyani K.

    Semin Immunopathol. 2023 Jan., v. 45, no. 1, p. 111-123

    2023  , Page(s) 111–123

    Abstract: Oral mucosal pathologies comprise an array of diseases with worldwide prevalence and medical relevance. Affecting a confined space with crucial physiological and social functions, oral pathologies can be mutilating and drastically reduce quality of life. ...

    Abstract Oral mucosal pathologies comprise an array of diseases with worldwide prevalence and medical relevance. Affecting a confined space with crucial physiological and social functions, oral pathologies can be mutilating and drastically reduce quality of life. Despite their relevance, treatment for these diseases is often far from curative and remains vastly understudied. While multiple factors are involved in the pathogenesis of oral mucosal pathologies, the host’s immune system plays a major role in the development, maintenance, and resolution of these diseases. Consequently, a precise understanding of immunological mechanisms implicated in oral mucosal pathologies is critical (1) to identify accurate, mechanistic biomarkers of clinical outcomes; (2) to develop targeted immunotherapeutic strategies; and (3) to individualize prevention and treatment approaches. Here, we review key elements of the immune system’s role in oral mucosal pathologies that hold promise to overcome limitations in current diagnostic and therapeutic approaches. We emphasize recent and ongoing multiomic and single-cell approaches that enable an integrative view of these pathophysiological processes and thereby provide unifying and clinically relevant biological signatures.
    Keywords biomarkers ; immune system ; immunotherapy ; pathogenesis ; quality of life
    Language English
    Dates of publication 2023-01
    Size p. 111-123
    Publishing place Springer Berlin Heidelberg
    Document type Article ; Online
    Note Review
    ZDB-ID 2316828-6
    ISSN 1863-2300 ; 1863-2297
    ISSN (online) 1863-2300
    ISSN 1863-2297
    DOI 10.1007/s00281-022-00982-0
    Database NAL-Catalogue (AGRICOLA)

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  8. Article: An immune signature of postoperative cognitive decline in elderly patients.

    Verdonk, Franck / Cambriel, Amélie / Hedou, Julien / Ganio, Ed / Bellan, Grégoire / Gaudilliere, Dyani / Einhaus, Jakob / Sabayev, Maximilian / Stelzer, Ina A / Feyaerts, Dorien / Bonham, Adam T / Ando, Kazuo / Choisy, Benjamin / Drover, David / Heifets, Boris / Chretien, Fabrice / Aghaeepour, Nima / Angst, Martin S / Molliex, Serge /
    Sharshar, Tarek / Gaillard, Raphael / Gaudilliere, Brice

    bioRxiv : the preprint server for biology

    2024  

    Abstract: Postoperative cognitive decline (POCD) is the predominant complication affecting elderly patients following major surgery, yet its prediction and prevention remain challenging. Understanding biological processes underlying the pathogenesis of POCD is ... ...

    Abstract Postoperative cognitive decline (POCD) is the predominant complication affecting elderly patients following major surgery, yet its prediction and prevention remain challenging. Understanding biological processes underlying the pathogenesis of POCD is essential for identifying mechanistic biomarkers to advance diagnostics and therapeutics. This longitudinal study involving 26 elderly patients undergoing orthopedic surgery aimed to characterize the impact of peripheral immune cell responses to surgical trauma on POCD. Trajectory analyses of single-cell mass cytometry data highlighted early JAK/STAT signaling exacerbation and diminished MyD88 signaling post-surgery in patients who developed POCD. Further analyses integrating single-cell and plasma proteomic data collected before surgery with clinical variables yielded a sparse predictive model that accurately identified patients who would develop POCD (AUC = 0.80). The resulting POCD immune signature included one plasma protein and ten immune cell features, offering a concise list of biomarker candidates for developing point-of-care prognostic tests to personalize perioperative management of at-risk patients. The code and the data are documented and available at https://github.com/gregbellan/POCD .
    Teaser: Modeling immune cell responses and plasma proteomic data predicts postoperative cognitive decline.
    Language English
    Publishing date 2024-03-05
    Publishing country United States
    Document type Preprint
    DOI 10.1101/2024.03.02.582845
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  9. Article ; Online: A combination of immune cell types identified through ensemble machine learning strategy detects altered profile in recurrent pregnancy loss: a pilot study.

    Benner, Marilen / Feyaerts, Dorien / Lopez-Rincon, Alejandro / van der Heijden, Olivier W H / van der Hoorn, Marie-Louise / Joosten, Irma / Ferwerda, Gerben / van der Molen, Renate G

    F&S science

    2022  Volume 3, Issue 2, Page(s) 166–173

    Abstract: Objective: To compare the immunologic profiles of peripheral and menstrual blood (MB) of women who experience recurrent pregnancy loss and women without pregnancy complications.: Design: Explorative case-control study. Cross-sectional assessment of ... ...

    Abstract Objective: To compare the immunologic profiles of peripheral and menstrual blood (MB) of women who experience recurrent pregnancy loss and women without pregnancy complications.
    Design: Explorative case-control study. Cross-sectional assessment of flow cytometry-derived immunologic profiles.
    Setting: Academic medical center.
    Patient(s): Women who experienced more than 2 consecutive miscarriages.
    Intervention(s): None.
    Main outcome measure(s): Flow cytometry-based immune profiles of uterine and systemic immunity (recurrent pregnancy loss, n = 18; control, n = 14) assessed by machine learning classifiers in an ensemble strategy, followed by recursive feature selection.
    Result(s): In peripheral blood, the combination of 4 cell types (nonswitched memory B cells, CD8+ T cells, CD56bright CD16- natural killer [NKbright] cells, and CD4+ effector T cells) classified samples correctly to their respective cohort. The identified classifying cell types in peripheral blood differed from the results observed in MB, where a combination of 6 cell types (Ki67+CD8+ T cells, (Human leukocyte antigen-DR+) regulatory T cells, CD27+ B cells, NKbright cells, regulatory T cells, and CD24HiCD38Hi B cells) plus age allowed for assigning samples correctly to their respective cohort. Based on the combination of these features, the average area under the curve of a receiver operating characteristic curve and the associated accuracy were >0.8 for both sample sources.
    Conclusion(s): A combination of immune subsets for cohort classification allows for robust identification of immune parameters with possible diagnostic value. The noninvasive source of MB holds several opportunities to assess and monitor reproductive health.
    MeSH term(s) Abortion, Habitual/diagnosis ; Case-Control Studies ; Cross-Sectional Studies ; Female ; Humans ; Machine Learning ; Pilot Projects ; Pregnancy
    Language English
    Publishing date 2022-02-09
    Publishing country United States
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ISSN 2666-335X
    ISSN (online) 2666-335X
    DOI 10.1016/j.xfss.2022.02.002
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  10. Article ; Online: Discovery of sparse, reliable omic biomarkers with Stabl.

    Hédou, Julien / Marić, Ivana / Bellan, Grégoire / Einhaus, Jakob / Gaudillière, Dyani K / Ladant, Francois-Xavier / Verdonk, Franck / Stelzer, Ina A / Feyaerts, Dorien / Tsai, Amy S / Ganio, Edward A / Sabayev, Maximilian / Gillard, Joshua / Amar, Jonas / Cambriel, Amelie / Oskotsky, Tomiko T / Roldan, Alennie / Golob, Jonathan L / Sirota, Marina /
    Bonham, Thomas A / Sato, Masaki / Diop, Maïgane / Durand, Xavier / Angst, Martin S / Stevenson, David K / Aghaeepour, Nima / Montanari, Andrea / Gaudillière, Brice

    Nature biotechnology

    2024  

    Abstract: Adoption of high-content omic technologies in clinical studies, coupled with computational methods, has yielded an abundance of candidate biomarkers. However, translating such findings into bona fide clinical biomarkers remains challenging. To facilitate ...

    Abstract Adoption of high-content omic technologies in clinical studies, coupled with computational methods, has yielded an abundance of candidate biomarkers. However, translating such findings into bona fide clinical biomarkers remains challenging. To facilitate this process, we introduce Stabl, a general machine learning method that identifies a sparse, reliable set of biomarkers by integrating noise injection and a data-driven signal-to-noise threshold into multivariable predictive modeling. Evaluation of Stabl on synthetic datasets and five independent clinical studies demonstrates improved biomarker sparsity and reliability compared to commonly used sparsity-promoting regularization methods while maintaining predictive performance; it distills datasets containing 1,400-35,000 features down to 4-34 candidate biomarkers. Stabl extends to multi-omic integration tasks, enabling biological interpretation of complex predictive models, as it hones in on a shortlist of proteomic, metabolomic and cytometric events predicting labor onset, microbial biomarkers of pre-term birth and a pre-operative immune signature of post-surgical infections. Stabl is available at https://github.com/gregbellan/Stabl .
    Language English
    Publishing date 2024-01-02
    Publishing country United States
    Document type Journal Article
    ZDB-ID 1311932-1
    ISSN 1546-1696 ; 1087-0156
    ISSN (online) 1546-1696
    ISSN 1087-0156
    DOI 10.1038/s41587-023-02033-x
    Database MEDical Literature Analysis and Retrieval System OnLINE

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